Population is a collection of all the units from which the data is to be collected.
Unit - in a population is also called an element of the population.
Population parameter - Usually numeric that describes a population.
Sample - A subset or representative part of the population.
SampleStatistic - A characteristic usuallynumeric that describes a sample.
Frame - A listing of all the elements in a population.
Census - When information is gathered for all the units in the population.
Sampling or sample survey - When only a part of the population is used to collect data.
Statistics - is a branch of science that deals with the development of methods for a more effective way of collecting, organizing, presenting and analyzing data.
Parameter - is a characteristic of a population.
Statisticalmethods - refers to the procedures and techniques used from the collection of data to the proper presentation and analysis of the results.
Statisticaltheory - refers to the development of formulas used in the computation and development of scientific procedures that constitute the basis of the scientific method.
Descriptive Statistics - summarize data to make sense of a list of numerical values. It deals with largelywithsummarycalculations, graphical and tabular displays, and describing important features of a set of data.
Inductive or InferentialStatistics - is concerned with making generalizations for a bigger group of observation called population based information gathered from a small group of observations or sample drawn from the given population.
Variables - are the characteristics or properties measured from objects, person or things.
Measurement - Is the process of assigninganumber or a numericalvalue to a characteristic of the object that is being measured.
QuantitativeData - are those data can be expressedinnumbers and can be measured.
Qualitative Data - are those data from which no numerical measures exist and are usually expressed in categories or kind.
NominalMeasurements - possess only the property of identity and do not possess the properties of order and equality of scales.
OrdinalMeasurements - possesses both the properties of identity and order but does not have the property of equality of scale.
IntervalMeasurements - possess all three properties of identity, order and equality of scale.
Ratiomeasurements - possess all the properties of identity, order equality of scales and absolute zero.